{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "440d361e-f41e-494a-98a3-aa87cf0087af",
   "metadata": {
    "ExecuteTime": {
     "start_time": "2023-12-24T09:45:30.535677Z",
     "end_time": "2023-12-24T09:45:31.357205Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from datetime import timedelta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "           日期  实际销量\n0  2019-09-01     8\n1  2019-09-02    16\n2  2019-09-03    18\n3  2019-09-04    16\n4  2019-09-05    18\n5  2019-09-06    16\n6  2019-09-07     9\n7  2019-09-08     8\n8  2019-09-09    16\n9  2019-09-10    15\n10 2019-09-11    17\n11 2019-09-12    16\n12 2019-09-13     3\n13 2019-09-14     7\n14 2019-09-15     9\n15 2019-09-16    25\n16 2019-09-17    23\n17 2019-09-18    22\n18 2019-09-19    23\n19 2019-09-20    21\n20 2019-09-21    13\n21 2019-09-22    12\n22 2019-09-23    22\n23 2019-09-24    23\n24 2019-09-25    23\n25 2019-09-26    22\n26 2019-09-27    24\n27 2019-09-28    13\n28 2019-09-29    12\n29 2019-09-30    29",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>日期</th>\n      <th>实际销量</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>2019-09-01</td>\n      <td>8</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>2019-09-02</td>\n      <td>16</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>2019-09-03</td>\n      <td>18</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>2019-09-04</td>\n      <td>16</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>2019-09-05</td>\n      <td>18</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>2019-09-06</td>\n      <td>16</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>2019-09-07</td>\n      <td>9</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>2019-09-08</td>\n      <td>8</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>2019-09-09</td>\n      <td>16</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>2019-09-10</td>\n      <td>15</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>2019-09-11</td>\n      <td>17</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>2019-09-12</td>\n      <td>16</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>2019-09-13</td>\n      <td>3</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>2019-09-14</td>\n      <td>7</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>2019-09-15</td>\n      <td>9</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>2019-09-16</td>\n      <td>25</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>2019-09-17</td>\n      <td>23</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>2019-09-18</td>\n      <td>22</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>2019-09-19</td>\n      <td>23</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>2019-09-20</td>\n      <td>21</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>2019-09-21</td>\n      <td>13</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>2019-09-22</td>\n      <td>12</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>2019-09-23</td>\n      <td>22</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>2019-09-24</td>\n      <td>23</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>2019-09-25</td>\n      <td>23</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>2019-09-26</td>\n      <td>22</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>2019-09-27</td>\n      <td>24</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>2019-09-28</td>\n      <td>13</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>2019-09-29</td>\n      <td>12</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>2019-09-30</td>\n      <td>29</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 正常显示中文标签\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "# 正常显示负号\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "# 读取每日销售数据\n",
    "df = pd.read_excel('2019年9月每日销售.xlsx')\n",
    "df"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "start_time": "2023-12-24T09:45:31.358201Z",
     "end_time": "2023-12-24T09:45:31.642214Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "Text(0.5, 1.0, '2019年9月每日销量变化趋势')"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Python310\\lib\\site-packages\\matplotlib\\text.py:1463: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n",
      "  y = float(self.convert_yunits(y))\n",
      "C:\\Python310\\lib\\site-packages\\matplotlib\\text.py:895: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n",
      "  y = float(self.convert_yunits(self._y))\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 1000x800 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 定义画图的数据\n",
    "x = df['日期']\n",
    "y = df['实际销量']\n",
    "\n",
    "# 定义颜色\n",
    "color1 = '#0085c3'\n",
    "color2 = '#7ab800'\n",
    "color3 = '#dc5034'\n",
    "\n",
    "# 设置图像大小\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "# 绘制折线图\n",
    "ax.plot(x, y, marker='o', color=color1, label='实际销量')\n",
    "\n",
    "# 标注最大值\n",
    "ax.text(x[y.idxmax()] + timedelta(hours=-12), y.max() + 1, y.max(), color=color1, fontsize=15)\n",
    "\n",
    "# 标注最小值\n",
    "ax.text(x[y.idxmin()] + timedelta(hours=-6), y.min() - 2, y.min(), color=color1, fontsize=15)\n",
    "\n",
    "# 计算7天移动平均\n",
    "y2 = y.rolling(7).mean()\n",
    "\n",
    "# 绘制趋势线\n",
    "ax.plot(x, y2, ls='--', color=color2, label='7天移动平均')\n",
    "\n",
    "# 绘制箭头\n",
    "plt.annotate('', xy=(x[-1:], y2[-1:]), xytext=(x[-2:-1], y2[-2:-1]),\n",
    "             arrowprops=dict(arrowstyle='->', color=color2, shrinkB=0))\n",
    "\n",
    "# 绘制平均值线\n",
    "ax.hlines(y.mean(), x[0], x[-1:], linestyles='-.', color=color3)\n",
    "\n",
    "# 标注平均值\n",
    "ax.text(x[-1:] + timedelta(days=-7.5), y.mean() - 2, '平均值：' + str(round(y.mean(), 1)), color=color3, fontsize=15)\n",
    "\n",
    "# 标注特殊事件\n",
    "ax.annotate('中秋节', xy=(x[y.idxmin()], y.min()), color=color1,\n",
    "            xytext=(x[y.idxmin()] + timedelta(days=1.5), y.min() - 2), arrowprops=dict(arrowstyle='->', color=color1),\n",
    "            fontsize=15)\n",
    "ax.annotate('打折促销', xy=(x[y.idxmax()], y.max()), color=color1,\n",
    "            xytext=(x[y.idxmax()] + timedelta(days=-5), y.max()), arrowprops=dict(arrowstyle='->', color=color1),\n",
    "            fontsize=15)\n",
    "\n",
    "# 设置网格线\n",
    "ax.grid(ls=':', color='gray', alpha=0.6)\n",
    "\n",
    "# 设置图例的位置和大小\n",
    "ax.legend(loc='upper left', fontsize=12)\n",
    "\n",
    "# 设置坐标轴标签的角度和大小\n",
    "plt.xticks(rotation=90, fontsize=12)\n",
    "plt.yticks(fontsize=12)\n",
    "\n",
    "# 设置y轴的刻度范围\n",
    "ax.set_ylim(0, y.max() + 5)\n",
    "\n",
    "# 设置图标标题\n",
    "ax.set_title('2019年9月每日销量变化趋势', fontsize=25)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "start_time": "2023-12-24T09:45:31.641218Z",
     "end_time": "2023-12-24T09:45:32.061071Z"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
